CN109617234A - A kind of wind power generating set condition monitoring system based on multidimensional data - Google Patents

A kind of wind power generating set condition monitoring system based on multidimensional data Download PDF

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Publication number
CN109617234A
CN109617234A CN201811531060.0A CN201811531060A CN109617234A CN 109617234 A CN109617234 A CN 109617234A CN 201811531060 A CN201811531060 A CN 201811531060A CN 109617234 A CN109617234 A CN 109617234A
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China
Prior art keywords
data
module
generating set
power generating
wind power
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Pending
Application number
CN201811531060.0A
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Chinese (zh)
Inventor
李晓刚
许兆鹏
孙希德
辛红伟
武英杰
杨彦军
崔立业
张喜山
吴薇
田野
杜鹏
于鑫
冯忠宝
孙首珩
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State Grid Jilin Electric Power Corp
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State Grid Jilin Electric Power Corp
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Publication date
Application filed by State Grid Jilin Electric Power Corp filed Critical State Grid Jilin Electric Power Corp
Priority to CN201811531060.0A priority Critical patent/CN109617234A/en
Publication of CN109617234A publication Critical patent/CN109617234A/en
Pending legal-status Critical Current

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Classifications

    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F03MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
    • F03DWIND MOTORS
    • F03D17/00Monitoring or testing of wind motors, e.g. diagnostics
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • G06F21/32User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S40/00Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
    • Y04S40/12Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
    • Y04S40/124Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment using wired telecommunication networks or data transmission busses
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S40/00Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
    • Y04S40/20Information technology specific aspects, e.g. CAD, simulation, modelling, system security

Abstract

The invention discloses a kind of wind power generating set condition monitoring system based on multidimensional data, the wind power generating set condition monitoring system includes online monitoring station and monitoring center, the on-line monitoring station includes data acquisition module, data analysis module, data processing module and failure protection module, the monitoring center includes rumble spectrum map analysis module, fault alarm module, fault data memory module, security authentication module, multi-dimensional database and data backup module, the present invention is scientific and reasonable, it is safe and convenient to use, pass through multi-dimensional database, data can be observed by multidimensional view, multi-dimensional database increases a time dimension, data processing speed can be effectively improved, accelerate the reaction time, improve search efficiency, pass through data backup module, paper copy can be carried out to the data of generating set, avoid multidimensional number Breaking down according to library leads to the loss of data of wind power generating set, provides the guarantee of more portions for the data of wind power generating set.

Description

A kind of wind power generating set condition monitoring system based on multidimensional data
Technical field
The present invention relates to wind power generating sets to monitor systems technology field, specially a kind of wind-force hair based on multidimensional data Electric Unit State Monitor System.
Background technique
Multi-dimensional database can simply be interpreted as placing the data in a n dimension group, rather than as relation data Library is stored like that in the form of record, therefore it there are a large amount of sparse matrixes, people can observe data by multidimensional view, Multi-dimensional database increases a time dimension, and compared with relational database, its advantage is that data processing speed can be improved, Accelerate the reaction time, improve search efficiency, wind power generating set includes wind wheel and generator, and blade, wheel hub are contained in wind wheel and is added The composition such as firmware, it has blade to be sent out by functions, the wind-power electricity generation power supply such as wind-force rotary electrification and the rotation of generator head by wind-force Motor group, pylon, storage battery charge controller, inverter, unloader, net-connected controller and the battery group for supporting generating set Deng composition, wind power generating set has the variation of extraneous factor and internal factor during power generation, generating set is caused to go out Existing failure, so need to monitor wind power generating set in real time by condition monitoring system, still, wind power generating set Condition monitoring system is had the disadvantage in that when in use when logging state monitors system, can not be believed the identity of login personnel Breath is verified, and is caused the phenomenon that being easy to appear wind power generating set leaking data, also, when wind power generating set breaks down When, wind power generating set can not be protected at the first time, so that wind power generating set operates by force in case of a fault, it is right Wind power generating set causes bigger damage, also, the data of data store internal storage can not by multidimensional view to data into Row is checked so that the phenomenon that checking that the efficiency of data is lower, being easy to appear data entanglement, also, be damaged when database or When person's malicious attack, it may appear that the loss of mass data, and can not give for change, so, people are badly in need of a kind of novel based on multidimensional The wind power generating set condition monitoring systems of data solves the above problems.
Summary of the invention
The present invention provides a kind of wind power generating set condition monitoring system based on multidimensional data, can effectively solve above-mentioned Itd is proposed in background technique logging state monitor system when, the identity information of login personnel can not be verified, cause to hold Easily there is the phenomenon that wind power generating set leaking data, also, when wind power generating set breaks down, it can not be right at the first time Wind power generating set is protected, so that wind power generating set operates by force in case of a fault, is caused to wind power generating set Bigger damage, also, the data of data store internal storage can not check data by multidimensional view, so that checking number According to efficiency it is lower, the phenomenon that being easy to appear data entanglement, also, when database is damaged or when malicious attack, can go out The problem of showing the loss of mass data, and can not giving for change.
To achieve the above object, the invention provides the following technical scheme: a kind of wind power generating set based on multidimensional data Condition monitoring system, the wind power generating set condition monitoring system include online monitoring station and monitoring center, the online prison Survey station includes data acquisition module, data analysis module, data processing module and failure protection module, and the monitoring center includes Rumble spectrum map analysis module, fault alarm module, fault data memory module, security authentication module, multi-dimensional database sum number According to backup module;
It is connected with each other between the on-line monitoring station and monitoring center by Ethernet switch, the data acquisition module Output end and the input terminal of data analysis module connect, the output end of the data analysis module and data processing module it is defeated Enter end connection, the output end of the data processing module and the input terminal of Ethernet switch connect, the security authentication module Output end and the input terminal of Ethernet switch connect, the output end of the Ethernet switch and rumble spectrum map analysis mould The input terminal of block connects, the output end of the rumble spectrum map analysis module and the input of fault alarm module and multi-dimensional database End connection, the output end of the fault alarm module are connect with the input terminal of failure protection module and fault data memory module, The output end of the multi-dimensional database and the input terminal of data backup module connect.
According to the above technical scheme, the data acquisition module includes voltage sensor, current sensor, vibrating sensing Device, oil liquid sensor and monitor camera, the voltage sensor are monitored the voltage of wind turbine power generation unit, the electric current Sensor is monitored to the electric current of wind power generating set, and the vibrating sensor is in wind power generating set power generation process The Oscillation Amplitude of main shaft is monitored under any pathosis, and the oil liquid sensor is the lubricating oil to wind power generating set It is monitored, the abrasion condition of wind power generating set is monitored, outside of the monitor camera to wind power generating set Operating status is monitored.
According to the above technical scheme, the data analysis module gives data acquisition module data information transfer collected Data comparison submodule is compared and analyzed by data information of the data comparison submodule to acquisition with legacy data information, Judge whether wind turbine power generation unit breaks down, the data analysis module is by the data information transfer of analysis to data Processing module.
According to the above technical scheme, at the data information that the data processing module analyzes data analysis module Reason, converts the data into digital signal, and be transmitted to digital signal in monitoring by Ethernet switch by fiber optic network The heart.
According to the above technical scheme, the security authentication module include identity card input submodule, fingerprint authentication submodule, Work number input submodule and Password Input submodule, the safety certification submodule, which refers to, carries out the personnel for logging in monitoring system The identification of identity, the identity card input submodule, which refers to, inputs the ID card information of login personnel, the fingerprint inspection Card submodule, which refers to, carries out input verifying to the finger print information of login personnel, and the work number input submodule refers to login personnel Work number information inputted, the Password Input submodule, which refers to, carries out input verifying, institute to the login password of login personnel It states identity card input submodule, fingerprint authentication submodule, work number input submodule and Password Input submodule and is fully completed verifying Afterwards, wind power generating set condition monitoring system can be logged into.
According to the above technical scheme, the rumble spectrum map analysis module is by vibrating sensor information collected with image Form show on a display screen, by the variation of graph curve, monitoring in real time is realized to the state of wind turbine power generation unit.
According to the above technical scheme, the fault alarm module refers to the letter when monitoring center by the transmission of on-line monitoring station When breath monitors that wind power generating set breaks down, warning reminding is timely carried out to failure by fault alarm module, meanwhile, Stoppage in transit protection timely is carried out to wind power generating set by failure protection module.
According to the above technical scheme, the fault data memory module refers to store all data to break down and enter Database, the data that the later period is transferred by database are monitored the part for being prone to failure.
According to the above technical scheme, the multi-dimensional database refers to that all data monitored to on-line monitoring station are deposited Storage.
According to the above technical scheme, the data backup module includes printer printing and pack deposit datastore, institute It states printer printing and refers to that all data for entering multi-dimensional database to storage prints, the pack deposit datastore is Refer to and paper copy storage is carried out to the monitoring data of printing.
Compared with prior art, beneficial effects of the present invention: the present invention is scientific and reasonable, safe and convenient to use, passes through safety Authentication module effectively can confirm have to the identity of staff for logging in wind power generating set condition monitoring system The leakage for avoiding to effect wind power generating set significant data, ensure that the data of entire wind power generating set condition monitoring system Safety, by failure protection module, timely can stop wind power generating set when wind power generating set breaks down O&M shield, prevents wind power generating set from operating with failure, causes more serious failure occur and can not be handled and be overhauled, By fault data memory module, the fault data of wind power generating set can be stored, it can be in wind power generating set It timely transfers, is made to failure the fastest processing when failure, meanwhile, it can be sentenced according to the failure-frequency of wind power generating set It is disconnected whether to continue to use, reference value is provided for the operation of wind power generating set, by multi-dimensional database, people can be with Data are observed by multidimensional view, multi-dimensional database increases a time dimension, can effectively improve data processing speed, Accelerate the reaction time, improve search efficiency, by data backup module, paper copy can be carried out to the data of generating set, Avoiding multi-dimensional database from breaking down leads to the loss of data of wind power generating set, for wind power generating set data provide it is more A guarantee.
Detailed description of the invention
Attached drawing is used to provide further understanding of the present invention, and constitutes part of specification, with reality of the invention It applies example to be used to explain the present invention together, not be construed as limiting the invention.
In the accompanying drawings:
Fig. 1 is the structural block diagram of present system;
Fig. 2 is the monitoring flow diagram of present system;
Fig. 3 is the data acquisition module structural block diagram of present system;
Fig. 4 is the security authentication module structural block diagram of present system;
Fig. 5 is the data backup module structural block diagram of present system.
Specific embodiment
Hereinafter, preferred embodiments of the present invention will be described with reference to the accompanying drawings, it should be understood that preferred reality described herein Apply example only for the purpose of illustrating and explaining the present invention and is not intended to limit the present invention.
Embodiment: as shown in Figs. 1-5, the present invention provides a kind of technical solution, a kind of wind-power electricity generation based on multidimensional data Unit State Monitor System, wind power generating set condition monitoring system include online monitoring station and monitoring center, on-line monitoring station Including data acquisition module, data analysis module, data processing module and failure protection module, monitoring center includes rumble spectrum Map analysis module, fault alarm module, fault data memory module, security authentication module, multi-dimensional database and data backup mould Block.
It is connected with each other between on-line monitoring station and monitoring center by Ethernet switch, the output end of data acquisition module It is connect with the input terminal of data analysis module, the output end of data analysis module and the input terminal of data processing module connect, number It is connected according to the output end of processing module and the input terminal of Ethernet switch, the output end and Ethernet exchanging of security authentication module The input terminal of machine connects, and the output end of Ethernet switch is connect with the input terminal of rumble spectrum map analysis module, rumble spectrum The output end of map analysis module is connect with the input terminal of fault alarm module and multi-dimensional database, the output end of fault alarm module It is connect with the input terminal of failure protection module and fault data memory module, the output end and data backup module of multi-dimensional database Input terminal connection.
According to the above technical scheme, data acquisition module includes voltage sensor, current sensor, vibrating sensor, oil Liquid sensor and monitor camera, voltage sensor are monitored the voltage of wind turbine power generation unit, and current sensor is to wind The electric current of power generator group is monitored, and vibrating sensor is to main under any pathosis in wind power generating set power generation process The Oscillation Amplitude of axis is monitored, and oil liquid sensor is monitored to the lubricating oil of wind power generating set, to wind-power electricity generation The abrasion condition of unit is monitored, and monitor camera is monitored the external operating status of wind power generating set.
According to the above technical scheme, data analysis module is by data acquisition module data information transfer collected to data Submodule is compared, is compared and analyzed by data information of the data comparison submodule to acquisition with legacy data information, to wind Whether machine generating set, which breaks down, is judged, data analysis module gives the data information transfer of analysis to data processing mould Block.
According to the above technical scheme, the data information that data processing module analyzes data analysis module is handled, Digital signal is converted the data into, and digital signal is transmitted to by Ethernet switch by monitoring center by fiber optic network.
According to the above technical scheme, security authentication module includes identity card input submodule, fingerprint authentication submodule, work number Input submodule and Password Input submodule, safety certification submodule, which refers to, carries out distinguishing for identity to the personnel for logging in monitoring system Recognize, identity card input submodule, which refers to, inputs the ID card information of login personnel, and fingerprint authentication submodule refers to stepping on The finger print information of record personnel carries out input verifying, and work number input submodule, which refers to, inputs the work number information of login personnel, Password Input submodule, which refers to, carries out input verifying, identity card input submodule, fingerprint authentication to the login password of login personnel After submodule, work number input submodule and Password Input submodule are fully completed verifying, wind power generating set can be logged into Condition monitoring system.
According to the above technical scheme, rumble spectrum map analysis module is by vibrating sensor information collected with the shape of image Formula shows on a display screen, by the variation of graph curve, realizes monitoring in real time to the state of wind turbine power generation unit.
According to the above technical scheme, fault alarm module refers to the information prison when monitoring center by the transmission of on-line monitoring station When measuring wind power generating set failure, warning reminding is timely carried out to failure by fault alarm module, meanwhile, pass through Failure protection module timely carries out stoppage in transit protection to wind power generating set.
According to the above technical scheme, fault data memory module, which refers to, enters data for all data to break down storage Library, the data that the later period is transferred by database are monitored the part for being prone to failure.
According to the above technical scheme, multi-dimensional database refers to that all data monitored to on-line monitoring station store.
According to the above technical scheme, data backup module includes printer printing and pack deposit datastore, printer Printing refers to that all data for entering multi-dimensional database to storage prints, and pack deposit datastore refers to the prison to printing Measured data carries out paper copy storage.
It is safe and convenient to use the present invention has the advantages that the present invention is scientific and reasonable based on above-mentioned, through safety certification mould Block can effectively confirm the identity of staff for logging in wind power generating set condition monitoring system, effectively keep away The leakage for having exempted from wind power generating set significant data ensure that the data safety of entire wind power generating set condition monitoring system, By failure protection module, stoppage in transit dimension timely can be carried out to wind power generating set when wind power generating set breaks down Shield, prevents wind power generating set from operating with failure, causes more serious failure occur and can not be handled and be overhauled, pass through Fault data memory module can store the fault data of wind power generating set, can be in wind power generating set failure When timely transfer, make to the fastest processing of failure, meanwhile, can according to the failure-frequency of wind power generating set judge be It is no to continue to use, reference value is provided for the operation of wind power generating set, by multi-dimensional database, people can pass through Multidimensional view observes data, and multi-dimensional database increases a time dimension, can effectively improve data processing speed, accelerates Reaction time improves search efficiency, by data backup module, can carry out paper copy to the data of generating set, avoid Multi-dimensional database, which breaks down, leads to the loss of data of wind power generating set, provides mostly portion for the data of wind power generating set Guarantee.
Finally, it should be noted that being not intended to restrict the invention the foregoing is merely preferred embodiment of the invention, to the greatest extent Present invention has been described in detail with reference to the aforementioned embodiments for pipe, for those skilled in the art, still can be with It modifies the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features.It is all Within the spirit and principles in the present invention, any modification, equivalent replacement, improvement and so on should be included in guarantor of the invention Within the scope of shield.

Claims (10)

1. a kind of wind power generating set condition monitoring system based on multidimensional data, it is characterised in that: the wind power generating set Condition monitoring system includes online monitoring station and monitoring center, and the on-line monitoring station includes data acquisition module, data analysis Module, data processing module and failure protection module, the monitoring center include rumble spectrum map analysis module, fault alarm mould Block, fault data memory module, security authentication module, multi-dimensional database and data backup module;
By Ethernet switch interconnection between on-line monitoring station and monitoring center, the data acquisition module it is defeated The connection of the input terminal of outlet and data analysis module, the output end of the data analysis module and the input terminal of data processing module The input terminal of connection, the output end of the data processing module and Ethernet switch connects, the security authentication module it is defeated The connection of the input terminal of outlet and Ethernet switch, output end and the rumble spectrum map analysis module of the Ethernet switch Input terminal connection, the output end and fault alarm module of the rumble spectrum map analysis module and the input terminal of multi-dimensional database connect It connects, the output end of the fault alarm module is connect with the input terminal of failure protection module and fault data memory module, described The output end of multi-dimensional database and the input terminal of data backup module connect.
2. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the data acquisition module includes voltage sensor, current sensor, vibrating sensor, oil liquid sensor and monitoring camera Machine, the voltage sensor are monitored the voltage of wind turbine power generation unit, and the current sensor is to wind power generating set Electric current be monitored, vibration of the vibrating sensor to main shaft under any pathosis in wind power generating set power generation process Dynamic amplitude is monitored, and the oil liquid sensor is monitored to the lubricating oil of wind power generating set, to wind-driven generator The abrasion condition of group is monitored, and the monitor camera is monitored the external operating status of wind power generating set.
3. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the data analysis module gives data acquisition module data information transfer collected to data comparison submodule, passes through number The data information of acquisition is compared and analyzed with legacy data information according to comparison submodule, whether wind turbine power generation unit is occurred Failure is judged that the data analysis module is by the data information transfer of analysis to data processing module.
4. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the data information that the data processing module analyzes data analysis module is handled, and converts the data into digital letter Number, and digital signal is transmitted to by Ethernet switch by monitoring center by fiber optic network.
5. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the security authentication module includes that identity card input submodule, fingerprint authentication submodule, work number input submodule and password are defeated Enter submodule, the safety certification submodule refers to the identification that the personnel for logging in monitoring system are carried out with identity, the identity card Input submodule, which refers to, inputs the ID card information of login personnel, and the fingerprint authentication submodule refers to login personnel Finger print information carry out input verifying, the work number input submodule, which refers to, inputs the work number information of login personnel, institute It states Password Input submodule and refers to and input verifying is carried out to the login password of login personnel, the identity card input submodule refers to After line verifying submodule, work number input submodule and Password Input submodule are fully completed verifying, wind-force hair can be logged into Electric Unit State Monitor System.
6. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the rumble spectrum map analysis module shows vibrating sensor information collected on a display screen in the form of images, By the variation of graph curve, monitoring in real time is realized to the state of wind turbine power generation unit.
7. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the fault alarm module refers to when monitoring center is gone out by the information monitoring of on-line monitoring station transmission to wind power generating set When existing failure, warning reminding is timely carried out to failure by fault alarm module, meanwhile, timely by failure protection module Stoppage in transit protection is carried out to wind power generating set.
8. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the fault data memory module, which refers to, enters database for all data to break down storage, and the later period passes through database The data transferred are monitored the part for being prone to failure.
9. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the multi-dimensional database refers to that all data monitored to on-line monitoring station store.
10. a kind of wind power generating set condition monitoring system based on multidimensional data according to claim 1, feature exist In: the data backup module includes printer printing and pack deposit datastore, and the printer printing refers to storage All data into multi-dimensional database is printed, and the pack deposit datastore refers to the monitoring data progress to printing Paper copy storage.
CN201811531060.0A 2018-12-14 2018-12-14 A kind of wind power generating set condition monitoring system based on multidimensional data Pending CN109617234A (en)

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CN111608856A (en) * 2020-06-03 2020-09-01 安徽中申电力科技有限公司 Control system, device and method of wind turbine generator and storage medium
CN111608856B (en) * 2020-06-03 2022-03-11 安徽中申电力科技有限公司 Control system, device and method of wind turbine generator and storage medium

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Application publication date: 20190412